agentmorris / camera-trap-ml-surveyLinks
Everything I know about machine learning and camera traps.
☆150Updated last week
Alternatives and similar repositories for camera-trap-ml-survey
Users that are interested in camera-trap-ml-survey are comparing it to the libraries listed below
Sorting:
- MEWC: Mega Efficient Wildlife Classifier☆33Updated 6 months ago
- Automatically identify animals in camera trap images by training a deep neural network.☆51Updated 6 years ago
- MegaDetector is an AI model that helps conservation folks spend less time doing boring things with camera trap images.☆165Updated last week
- Simplify camera trap image analysis with AI species recognition models based around the MegaDetector model☆142Updated this week
- Classify camera trap images using machine learning with R Shiny Apps☆37Updated 4 years ago
- This repo contains code+pre-trained models for extracting information from camera-trap images. The pre-trained models have been trained o…☆117Updated last year
- AI-Powered Camera-Trap Image Processing☆38Updated last week
- Tools for detecting wildlife in aerial images using active learning☆236Updated 11 months ago
- MegaDetector models served over FastAPI & visualized with Streamlit☆10Updated 2 years ago
- Animl comprises a variety of machine learning tools for analyzing ecological data. The package includes a set of functions to classify su…☆20Updated last month
- Machine Learning for Wildlife Image Classification☆71Updated 4 years ago
- A desktop application that makes using MegaDetector's model easier☆44Updated 2 years ago
- This is an R package that enables environmental sensor users to create comprehensive work flows for managing and analyzing data☆12Updated this week
- A frontend web app for viewing & labeling camera trap data by The Nature Conservancy.☆22Updated this week
- PyTorch Wildlife: a Collaborative Deep Learning Framework for Conservation.☆904Updated this week
- CAPTAIN is a Python program to optimize conservation planning based on biodiversity data and simulations using reinforcement learning☆49Updated last year
- Distance Estimation for Estimating Animal Abundance☆19Updated last month
- Bounding Box Editor and Exporter☆19Updated last year
- A curated list of deep learning papers in ecology.☆94Updated 8 months ago
- An introduction to analysing standardised camera trap data from the WildCAM network.☆24Updated 5 months ago
- ☆13Updated 2 years ago
- ☆65Updated last week
- 📷🦔 CamTrapML Python Library for Detecting, Classifying, and Analysing Camera Trap Imagery.☆17Updated 2 years ago
- ☆28Updated last month
- This software is a compilation of functions made in R to analyze orthomosaic images from research field trials from agriculture or plant …☆36Updated 3 months ago
- To gain access, please finish setting up this repository now at: https://repos.opensource.microsoft.com/microsoft/wizard?existingreponam…☆103Updated 2 years ago
- Collection of recent work on using computer vision and aerial imagery for wildlife conservation.☆18Updated 5 years ago
- R package for camera trap data management☆36Updated 2 weeks ago
- ☆13Updated 2 months ago
- Random utility scripts I want to share☆35Updated 2 weeks ago